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TOTALSEGMENTATOR
CT and MR segmentation of 100-plus anatomical structures
Apache-2.0
ABOUT
Labeling organs on CT and MR usually means training a 3D network. TotalSegmentator ships robust models for 100-plus structures so radiology pipelines segment anatomy without a custom dataset.
INSTALL
pip install TotalSegmentatorINTEGRATION GUIDE
1. Segment organs and bones on a CT volume before a downstream ML job
2. Label MR anatomy for radiotherapy or surgical planning research
3. Batch-process hospital scans into structure masks with nnU-Net
4. Bootstrap a medical imaging dataset with off-the-shelf labels
TAGS
pythonmedical-imagingsegmentationctmrinnu-netradiologypytorch